{"id":"W4383872062","doi":"10.1097/qco.0000000000000938","title":"Editorial introductions","year":2023,"lang":"en","type":"article","venue":"Current Opinion in Infectious Diseases","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Infectious disease (medical specialty); Transplantation; Bone marrow transplantation; Family medicine; Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006039568,0.002577454,0.002029152,0.006273974,0.002596175,0.007895446,0.003077368,0.005670443,0.2097995],"category_scores_gemma":[0.05151288,0.0008369947,0.002442182,0.001952515,0.001376562,0.004371793,0.002629241,0.006481679,0.1320457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00270825,"about_ca_system_score_gemma":0.004578687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008146499,"about_ca_topic_score_gemma":0.001455558,"domain_scores_codex":[0.9931517,0.001110559,0.0008833672,0.0009276477,0.003362391,0.0005644225],"domain_scores_gemma":[0.952379,0.008650813,0.003436532,0.001756289,0.02738515,0.006392165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002206149,0.000008283529,0.00002272467,0.0002257787,0.000004607577,0.0000546408,0.00001371667,0.00001871089,0.00004496774,0.0003090898,0.9854575,0.01381799],"study_design_scores_gemma":[0.00002116676,0.00002069403,0.00009648148,0.0004295161,0.000008805771,0.0001736208,0.00003506526,0.00004047237,0.00007174054,0.0009068581,0.9981832,0.00001231457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007794012,0.005746407,0.0004582294,0.02678643,0.9528102,0.0001055221,0.0003982478,0.0003296237,0.01328745],"genre_scores_gemma":[0.001183131,0.008693021,0.0007516033,0.02503126,0.9091826,0.000151913,0.0008302738,0.0003419863,0.05383426],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2097995,"threshold_uncertainty_score":0.7018492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03788106201652239,"score_gpt":0.3751941044892769,"score_spread":0.3373130424727545,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}